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The rejection of the speckle noise motivated many works where ANN algorithms have been applied to SAR imagery classification [2][3][4][5]. Artificial Neural Network (ANN) algorithms have been increasingly applied to remote sensing for image classification in the last years [6][7][8][9].
SAR images have found many applications in the field of Automatic Target Recognition (ATR). Target detection is a signal processing problem whereby one attempts to detect a stationary target embedded in background clutter while minimizing the false alarm probability.
The rapid increase of ANN applications in remote sensing imagery classification is mainly due to their ability to perform equally or more accurately than other classification techniques [10]...
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